Benchmarks

Introducing custom Benchmarks by runloop

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Use Cases

Turn your domain expertise into automated, high-margin AI verification standards across critical industry tasks.

Code Security & Exploit ID

Test for robust code safety. Security experts create benchmarks that generate vulnerable code to continuously score an LLM's or security tool's ability to identify and correctly fix exploits.

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Software Development
Code Security & Exploit ID

Test for robust code safety. Security experts create benchmarks that generate vulnerable code to continuously score an LLM's or security tool's ability to identify and correctly fix exploits.

white gradient background
Software Development
Code Security & Exploit ID

Test for robust code safety. Security experts create benchmarks that generate vulnerable code to continuously score an LLM's or security tool's ability to identify and correctly fix exploits.

Software Development
green light texture
Code Security & Exploit ID

Test for robust code safety. Security experts create benchmarks that generate vulnerable code to continuously score an LLM's or security tool's ability to identify and correctly fix exploits.

green light texture
Software Development
Code Security & Exploit ID

Test for robust code safety. Security experts create benchmarks that generate vulnerable code to continuously score an LLM's or security tool's ability to identify and correctly fix exploits.

white gradient background
Software Development
Code Security & Exploit ID

Test for robust code safety. Security experts create benchmarks that generate vulnerable code to continuously score an LLM's or security tool's ability to identify and correctly fix exploits.

white gradient background
Software Development
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Case study

The Evolution to Verification

Fermatix.ai, renowned for creating expert-level training data tailored to industry-critical tasks, with annotators who are practicing industry experts, partnered with Runloop.ai to strategically evolve their offering.

Challenge

Fermatix.ai needed a way to move beyond providing one-time training data to establishing ongoing testing standards and verification for their enterprise clients, ensuring AI agent performance against specific proprietary logic.

Solution: Runloop Custom Benchmarks

By leveraging Runloop.ai’s Custom Benchmarks infrastructure, Fermatix.ai is now able to offer custom, in-house verification for its clients. This allows them to build specialized, private benchmarks that accurately measure and refine AI agents on unique codebases and business logic.

This partnership... represents a strategic evolution—moving beyond one-time data labeling to creating reusable benchmarks that deliver ongoing value to our clients. By leveraging our domain expertise and Runloop’s infrastructure, we’re not just providing data anymore; we’re building the testing standards that will define how enterprises evaluate their AI agents across industry-critical tasks

Sergey Anchutin, CEO and Founder, Fermatix.ai

Outcome

Fermatix.ai strategically expanded its capabilities, using its domain expertise to create high-fidelity, multilingual benchmarks on a secure, scalable platform. They are now positioned to offer a new level of assurance and become the verification layer for their clients' AI agent deployments.